This article invites researchers and practitioners in the field of bioinformatics to contribute to a Special Issue on the intersection of machine learning and genomics. The issue aims to showcase cutting-edge research and applications that harness the power of machine learning techniques for predictive modeling, feature selection, deep learning, and integrative analyses in the context of biomedical genomics. It provides a platform for researchers to disseminate their novel methodologies, insights, and applications, fostering the exchange of knowledge and driving the continued advancement of the field.
